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SMART 2017 – Scientific Methods in Academic Research and Teaching is an international conference, which will be held in Timișoara, Romania, between September 8 and September 9, 2017. This year, the conference will focus on three …

Inquiry is an official process to discover the facts about something bad that has happened. In this paper the authors aim to explain that context-sensitiveness is a very important aspect of philosophical inquiry, specifically through …

Transition from traditional learning to open up education, the equality, openness and access has been reached for all learners without any time and distance limitations. While engaging online learning process, student support is the crucial …

As years pass, the importance of Artificial Intelligence grows at a fast pace. The evolution of this concept is being presented to the readers in Ángel Garrido’s upcoming paper, titled Brain and AI. Starting with …

Value and wealth creation are among the most important goals of society these days. Industry performance entails the incorporation of the objectives of smart sustainable development, namely social and territorial cohesion, economic efficiency, innovation, digital …

Internet reviews can be seen as an efficient communication form, adapted to the digital world of today. However, researchers are, for the most part, oriented towards English based ones. The Romanian language reviews exhibit specific …

Modern universities rely increasingly on communication technologies for the educational processes and the management of academic databases. In the paper “Software Application for Disabled Students” the researchers Laszlo Csiki, Andrei Gabor, Marius Popescu, and Antoanela …

Here are some of the photos that were taken at SMART 2017 International Conference. You can find more on our facebook page. We want to thank all of the participants for the effort placed in their research …

In the latest volume of the LiBRI, PhD Cristina Dimulescu, in the article Talk – Creation or Destruction of Meaning, brings into light the dispute that has been caused by the controversial power of the …

Fingerprint identification is an imperative field in the wide space of biometrics with numerous applications, in various zones such as: judicial, cell telephones, access systems, airports. There are many elaborated algorithms for fingerprint identification, but none …

Sebastian Fuicu, Mircea Popa, Dalibor Dobrilovic, Marius Marcu and Razvan Bogdan offer a paper named “Developing Distance Learning Environments in the Context of Cross-Border Cooperation” which consists of a collaboration between Politehnica University of Timisoara, …

BRAIN: Online Classification of Evoked EEG Signals Due to RGB Colors

Recently, the effect of colors on the cerebrum signals has ended up one of the main scrutinizes in BCI frameworks. These scrutinizes depend on contemplating the mind conduct after shading jolt, and figuring out how to group its signs logged off without considering the continuous. Moving to the following step, they display a constant order model (online) for EEG signals evoked by RGB colors jolts, which is not introduced in past studies.

Experimental Protocol

The motivation behind this exploration is to perform an online characterization of EEG flags that are evoked by RGB shading boost. Such order has not been done before

In this research, EEG signals were recorded from 7 subjects through BCI2000 toolbox. The Empirical Mode Decomposition (EMD) technique was used at the signal analysis stage.

Another element determination technique was made in view of the top’s season of EEG sign when red and blue hues boosts are introduced. The ERP picture was utilized to discover the crest’s chance, which was around 300 ms for the red shading and around 450 ms for the blue shading.

In the sign securing stage there can be utilized two methodologies, an intrusive and a noninvasive one. The obtrusive approach needs to trim microelectrodes inside the skull, which can bring about a genuine wellbeing hazard, while the non-intrusive methodology records the mind signals through a top that comprises of multi-anodes set on the scalp, with no danger to the person.

Electroencephalography (EEG) (Major & Conrad, 2014) is a non-invasive recording approach that is used by most current BCI systems due to its standardisation of the electrode placement, high temporal resolution, relative low cost, high portability, and few risks to the users.

The utilization of colors has dependably been a wellspring of data for people to translate and settle on what moves to make. Such jolt delivers more proficient BCI frameworks because of its high data exchange rate, while the cerebrum reacts to hues speedier than whatever other boost and it is relied upon to lessen the learning time by clients on account of genuine shading discovery since clients don’t have to set themselves up as they do in performing engine developments or creative ability of developments.

In this paper the researchers demonstrated the likelihood to perform a constant (online) grouping the EEG signals which are evoked by the RGB shading boost. The obliged time to do this procedure is much shorter than the time which is required by whatever other jolt, for example, symbolism and spelling words, which is exhibited in the past inquires about. This outcome demonstrates the principle thought behind utilizing hues as a part of the up and coming era of BCI frameworks, which depends on presenting more productive and speedier frameworks that can give a faster reaction than any other time.